Recent Challenges in Intelligent Information and Database Systems 16th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2024, Ras Al Khaimah, UAE, April 15-18, 2024, Proceedings, Part I /
Recent Challenges in Intelligent Information and Database Systems 16th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2024, Ras Al Khaimah, UAE, April 15-18, 2024, Proceedings, Part I / [electronic resource] :
edited by Ngoc Thanh Nguyen, Richard Chbeir, Yannis Manolopoulos, Hamido Fujita, Tzung-Pei Hong, Le Minh Nguyen, Krystian Wojtkiewicz.
- 1st ed. 2024.
- XXX, 363 p. 120 illus., 86 illus. in color. online resource.
- Communications in Computer and Information Science, 2144 1865-0937 ; .
- Communications in Computer and Information Science, 2144 .
AI-driven Cybersecurity Solutions. -- Security aspects of digital identity. -- Efficient Deep Learning Method For Detection Of Malware Attacks In Internet Of Things Networks. -- A Deep Neural Networks approach for Speaker Verification on Embedded Devices. -- Phishing Detection Using Ensemble of Classifiers. -- An Effective Ensemble Classification Algorithm for Intrusion Detection System. -- Mean-Square Consensus of Second-Order Multi-Agent Systems with Semi-Markov Switching for Non-periodic DoS attacks. -- AI-driven Medical Analytics. -- An Attention-Driven Hybrid Network for Survival Analysis of Tumorigenesis Patients Using Whole Slide Images. -- A Deep Learning Approach to Diabetes Diagnosis. -- A novel approach for Medical E-Consent: Leveraging Language Models for Informed Consent Management. -- Multi-scale and Multi-level Attention based on External knowledge in EHRs. -- Exploring XAI attention maps to investigate the effect of distance metric and lesion-shaped border expansion size for effective content-based dermatological lesion retrieval. -- D-MiQ: Deep Multimodal Interactive Healthcare Query expansion approach for web search engines retrieval effectiveness. -- Computational Intelligence. -- Complexity of Transforming Decision Rule Systems into Decision Trees and Acyclic Decision Graphs. -- Depth of Deterministic and Nondeterministic Decision Trees for Decision Tables with Many-valued Decisions from Closed Classes. -- Gradient Overdrive: Avoiding Negative Randomness Effects in Stochastic Gradient Descent. -- Blockchain-based Educational Certification Systems Using A Modified Hash Algorithm. -- The Merged Longest Common Increasing Subsequence Problem. -- Applying transformation to reduce model sizes for Constrained Optimization Problems. -- Multiple Traveling Salesman Problem with a Drone Station: Using Multi-Package Payload Compartments. -- Unveiling the power of hybrid balancing techniques and ensemble stacked and blended classifiers for enhanced churn prediction. -- Improvement of a Forward Reasoning Engine FreeEnCal for Trust Reasoning. -- A structure based on B+trees to represent a large number of k-multisets stored in non-volatile memory. -- Optimizing Option Short Strangle Strategies through Genetic Algorithm. -- Data modelling and information systems. -- Optimizing Airline Pilots Training Plans: A Mixed Integer Linear Programming Approach. -- Towards an Ontological Approach for Verifying the Well-Formedness of Training Programs. -- Novel Knowledge Graph-Based Modeling for Vulnerability Detection in the Internet of Medical Things. -- Functional test generation based on requirements defined at GUI level. -- Penetration Testing and Security Assessment Model for Biomedical Devices. -- Cooperative User Interface for AGV - Proof of Concept.
This book constitutes the proceedings of the 16th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2024, held in Ras Al Khaimah, UAE, during April 15-18, 2024. The 58 full papers are presented in this book were carefully reviewed and selected from 251 submissions. They are organized in topical sections as follows: Part One: AI-driven Cybersecurity Solutions; AI-driven Medical Analytics; Computational Intelligence; and Data Modelling and Information Systems. Part Two: Image and Video Processing; Prediction and Recommendation Systems; and Text, Speech and Natural Language Processing.
9789819759378
Artificial intelligence.
Computer engineering.
Computer networks .
Image processing--Digital techniques.
Computer vision.
Social sciences--Data processing.
Artificial Intelligence.
Computer Engineering and Networks.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Computer Communication Networks.
Computer Application in Social and Behavioral Sciences.
Q334-342 TA347.A78
006.3
AI-driven Cybersecurity Solutions. -- Security aspects of digital identity. -- Efficient Deep Learning Method For Detection Of Malware Attacks In Internet Of Things Networks. -- A Deep Neural Networks approach for Speaker Verification on Embedded Devices. -- Phishing Detection Using Ensemble of Classifiers. -- An Effective Ensemble Classification Algorithm for Intrusion Detection System. -- Mean-Square Consensus of Second-Order Multi-Agent Systems with Semi-Markov Switching for Non-periodic DoS attacks. -- AI-driven Medical Analytics. -- An Attention-Driven Hybrid Network for Survival Analysis of Tumorigenesis Patients Using Whole Slide Images. -- A Deep Learning Approach to Diabetes Diagnosis. -- A novel approach for Medical E-Consent: Leveraging Language Models for Informed Consent Management. -- Multi-scale and Multi-level Attention based on External knowledge in EHRs. -- Exploring XAI attention maps to investigate the effect of distance metric and lesion-shaped border expansion size for effective content-based dermatological lesion retrieval. -- D-MiQ: Deep Multimodal Interactive Healthcare Query expansion approach for web search engines retrieval effectiveness. -- Computational Intelligence. -- Complexity of Transforming Decision Rule Systems into Decision Trees and Acyclic Decision Graphs. -- Depth of Deterministic and Nondeterministic Decision Trees for Decision Tables with Many-valued Decisions from Closed Classes. -- Gradient Overdrive: Avoiding Negative Randomness Effects in Stochastic Gradient Descent. -- Blockchain-based Educational Certification Systems Using A Modified Hash Algorithm. -- The Merged Longest Common Increasing Subsequence Problem. -- Applying transformation to reduce model sizes for Constrained Optimization Problems. -- Multiple Traveling Salesman Problem with a Drone Station: Using Multi-Package Payload Compartments. -- Unveiling the power of hybrid balancing techniques and ensemble stacked and blended classifiers for enhanced churn prediction. -- Improvement of a Forward Reasoning Engine FreeEnCal for Trust Reasoning. -- A structure based on B+trees to represent a large number of k-multisets stored in non-volatile memory. -- Optimizing Option Short Strangle Strategies through Genetic Algorithm. -- Data modelling and information systems. -- Optimizing Airline Pilots Training Plans: A Mixed Integer Linear Programming Approach. -- Towards an Ontological Approach for Verifying the Well-Formedness of Training Programs. -- Novel Knowledge Graph-Based Modeling for Vulnerability Detection in the Internet of Medical Things. -- Functional test generation based on requirements defined at GUI level. -- Penetration Testing and Security Assessment Model for Biomedical Devices. -- Cooperative User Interface for AGV - Proof of Concept.
This book constitutes the proceedings of the 16th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2024, held in Ras Al Khaimah, UAE, during April 15-18, 2024. The 58 full papers are presented in this book were carefully reviewed and selected from 251 submissions. They are organized in topical sections as follows: Part One: AI-driven Cybersecurity Solutions; AI-driven Medical Analytics; Computational Intelligence; and Data Modelling and Information Systems. Part Two: Image and Video Processing; Prediction and Recommendation Systems; and Text, Speech and Natural Language Processing.
9789819759378
Artificial intelligence.
Computer engineering.
Computer networks .
Image processing--Digital techniques.
Computer vision.
Social sciences--Data processing.
Artificial Intelligence.
Computer Engineering and Networks.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Computer Communication Networks.
Computer Application in Social and Behavioral Sciences.
Q334-342 TA347.A78
006.3
